{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_table('../datingTestSet.txt', header=None)\n",
    "df.columns = ['fiy', 'game time', 'week ice', 'label']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "label\n",
       "didntLike     342\n",
       "smallDoses    331\n",
       "largeDoses    327\n",
       "dtype: int64"
      ]
     },
     "execution_count": 177,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.value_counts('label')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>fiy</th>\n",
       "      <th>game time</th>\n",
       "      <th>week ice</th>\n",
       "      <th>label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>40920</td>\n",
       "      <td>8.326976</td>\n",
       "      <td>0.953952</td>\n",
       "      <td>largeDoses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>14488</td>\n",
       "      <td>7.153469</td>\n",
       "      <td>1.673904</td>\n",
       "      <td>smallDoses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>26052</td>\n",
       "      <td>1.441871</td>\n",
       "      <td>0.805124</td>\n",
       "      <td>didntLike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>75136</td>\n",
       "      <td>13.147394</td>\n",
       "      <td>0.428964</td>\n",
       "      <td>didntLike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>38344</td>\n",
       "      <td>1.669788</td>\n",
       "      <td>0.134296</td>\n",
       "      <td>didntLike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>11145</td>\n",
       "      <td>3.410627</td>\n",
       "      <td>0.631838</td>\n",
       "      <td>smallDoses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>68846</td>\n",
       "      <td>9.974715</td>\n",
       "      <td>0.669787</td>\n",
       "      <td>didntLike</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>26575</td>\n",
       "      <td>10.650102</td>\n",
       "      <td>0.866627</td>\n",
       "      <td>largeDoses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>48111</td>\n",
       "      <td>9.134528</td>\n",
       "      <td>0.728045</td>\n",
       "      <td>largeDoses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>43757</td>\n",
       "      <td>7.882601</td>\n",
       "      <td>1.332446</td>\n",
       "      <td>largeDoses</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1000 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       fiy  game time  week ice       label\n",
       "0    40920   8.326976  0.953952  largeDoses\n",
       "1    14488   7.153469  1.673904  smallDoses\n",
       "2    26052   1.441871  0.805124   didntLike\n",
       "3    75136  13.147394  0.428964   didntLike\n",
       "4    38344   1.669788  0.134296   didntLike\n",
       "..     ...        ...       ...         ...\n",
       "995  11145   3.410627  0.631838  smallDoses\n",
       "996  68846   9.974715  0.669787   didntLike\n",
       "997  26575  10.650102  0.866627  largeDoses\n",
       "998  48111   9.134528  0.728045  largeDoses\n",
       "999  43757   7.882601  1.332446  largeDoses\n",
       "\n",
       "[1000 rows x 4 columns]"
      ]
     },
     "execution_count": 178,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "metadata": {},
   "outputs": [],
   "source": [
    "Colors = []\n",
    "\n",
    "for label in df['label']:\n",
    "    if label == 'didntLike':\n",
    "        Colors.append('black')\n",
    "    if label == 'smallDoses':\n",
    "        Colors.append('orange')\n",
    "    if label == 'largeDoses':\n",
    "        Colors.append('red')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'gameing time %')"
      ]
     },
     "execution_count": 180,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(12,8))\n",
    "\n",
    "fig.add_subplot(221)\n",
    "plt.scatter(df['fiy'],df['week ice'], marker='.',c=Colors)\n",
    "plt.xlabel('fly distance')\n",
    "plt.ylabel('week ice-creame')\n",
    "\n",
    "\n",
    "fig.add_subplot(222)\n",
    "plt.scatter(df['game time'],df['week ice'], marker='.',c=Colors)\n",
    "plt.xlabel('gameing time %')\n",
    "plt.ylabel('week ice-creame')\n",
    "\n",
    "fig.add_subplot(223)\n",
    "plt.scatter(df['fiy'],df['game time'], marker='.',c=Colors)\n",
    "plt.xlabel('fly distance')\n",
    "plt.ylabel('gameing time %')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [],
   "source": [
    "def Norm(df):\n",
    "    df_max = df.iloc[:, 0:-1].max()\n",
    "    df_min = df.iloc[:, 0:-1].min()\n",
    "    return (df.iloc[:, 0:-1] - df_min) / (df_max - df_min)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_n = Norm(df)\n",
    "df.iloc[:,:-1] = df_n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [],
   "source": [
    "def train_test_split(df, ratio=0.9):\n",
    "    m, n = df.shape\n",
    "    train_num = int(m * ratio)\n",
    "    test = df.iloc[train_num:,]\n",
    "    test.index = range(0, int(m - train_num))\n",
    "    return df.iloc[:train_num,:], test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [],
   "source": [
    "train, test = train_test_split(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [],
   "source": [
    "def knn(inX, df, k):\n",
    "    df_l = pd.DataFrame({\n",
    "        'dist': ((df.iloc[:,0:-1] - inX) ** 2).sum(axis=1),\n",
    "        'label': df['label']\n",
    "    })\n",
    "    df_rank = df_l.sort_values(axis=0, by='dist', ascending=True)\n",
    "    return df_rank.iloc[:k].value_counts('label').index[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [],
   "source": [
    "def datintTest(train, test, k):\n",
    "    f_arr = []\n",
    "    for i, row in test.iterrows():\n",
    "        inX = row[:-1]\n",
    "        f_arr.append(knn(inX, train, k))\n",
    "        \n",
    "    df_res = pd.DataFrame({\n",
    "        'f_label': f_arr\n",
    "    })\n",
    "\n",
    "    return (df_res['f_label'] == test['label']).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.95"
      ]
     },
     "execution_count": 187,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datintTest(train, test, 5)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "d44d76ef8cbbc4331cecfe2e59228ac31ebb71026289858a116838be7168b60b"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
